The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 18, 2016
Filed:
Feb. 21, 2014
Applicant:
Battelle Memorial Institute, Richland, WA (US);
Inventors:
Paul J. Bruillard, West Richland, WA (US);
Luke J. Gosink, Richland, WA (US);
Kenneth D. Jarman, Richland, WA (US);
Assignee:
BATTELLE MEMORIAL INSTITUTE, Richland, WA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/12 (2006.01);
U.S. Cl.
CPC ...
G06N 3/126 (2013.01);
Abstract
A method of generating features optimal to a particular dataset and classifier is disclosed. A dataset of messages is inputted and a classifier is selected. An algebra of features is encoded. Computable features that are capable of describing the dataset from the algebra of features are selected. Irredundant features that are optimal for the classifier and the dataset are selected.